Impact of urban structure on infectious disease spreading

1 code implementation • 30 Jul 2020 • Javier Aguilar, Aleix Bassolas, Gourab Ghoshal, Surendra Hazarie, Alec Kirkley, Mattia Mazzoli, Sandro Meloni, Sayat Mimar, Vincenzo Nicosia, Jose J. Ramasco, Adam Sadilek

Here we show that the organization of urban flows has a tremendous impact on disease spreading and on the amenability of different mitigation strategies.

Physics and Society Populations and Evolution

Machine-learned epidemiology: real-time detection of foodborne illness at scale

no code implementations • 5 Dec 2018 • Adam Sadilek, Stephanie Caty, Lauren DiPrete, Raed Mansour, Tom Schenk Jr, Mark Bergtholdt, Ashish Jha, Prem Ramaswami, Evgeniy Gabrilovich

Machine learning has become an increasingly powerful tool for solving complex problems, and its application in public health has been underutilized.

Epidemiology

Location-Based Reasoning about Complex Multi-Agent Behavior

no code implementations • 18 Jan 2014 • Adam Sadilek, Henry Kautz

Recent research has shown that surprisingly rich models of human activity can be learned from GPS (positional) data.